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Food and health security impact of climate change in Bangladesh: a review 气候变化对孟加拉国粮食和健康安全的影响:审查
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-28 DOI: 10.2166/wcc.2023.131
Monira Parvin Moon
There are major threats to Bangladesh's food and health security posed by climate change, including a higher risk of food shortage, hunger, and waterborne illnesses. The country's coastline regions, which are most susceptible to the effects of climate change, are where these problems are most severe. The influence of climate change on Bangladesh's food and health security is examined in this research study. The report analyzes the existing level of understanding on this subject, identifies knowledge gaps, and proposes future research possibilities. Based on the literature review study found a number of issues, such as crop failure and lower health status that worsen the effects of climate change on food and health security. The evaluation emphasizes the serious threats that climate change poses to Bangladesh's food and health security, such as a higher risk of food shortage, hunger, and waterborne illnesses. The harshest effects of climate change are on people's health. The report makes a number of suggestions for academics and politicians to address these issues and how policymakers and scholars may approach these problems.
气候变化对孟加拉国的粮食和卫生安全构成了重大威胁,包括粮食短缺、饥饿和水传播疾病的风险更高。该国的海岸线地区最容易受到气候变化的影响,是这些问题最严重的地方。气候变化对孟加拉国的粮食和健康安全的影响是在这个研究研究检查。该报告分析了对这一主题的现有理解水平,确定了知识差距,并提出了未来研究的可能性。在文献综述的基础上,研究发现了一些问题,如作物歉收和健康状况下降,这些问题加剧了气候变化对粮食和健康安全的影响。评估强调了气候变化对孟加拉国粮食和卫生安全构成的严重威胁,例如粮食短缺、饥饿和水传播疾病的风险更高。气候变化最严重的影响是对人的健康。该报告为学者和政治家提出了一些建议,以解决这些问题,以及政策制定者和学者如何处理这些问题。
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引用次数: 0
Climate stress impacts on the reservoir inflows: a decision-scaling and IHACRES modeling approach in South Korean basins 气候压力对水库流入的影响:韩国盆地的决策尺度和ihaacres模型方法
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-25 DOI: 10.2166/wcc.2023.156
Taehyeon Kim, B. Kang
This study employed the Decision-Scaling (DS) approach and the IHACRES (Identification of unit Hydrographs And Component flows from Rainfall) long-term runoff model to investigate the impact of composite changes in rainfall and temperature on dam inflows at Chungju dam, Yongdam dam, Hapcheon dam, and Seomjingang dam basins. By analyzing flow regimes, rainfall scenarios, and temperature scenarios, the study revealed crucial insights into dam inflow and its response to climate stressors. The findings demonstrated that the rate of inflow increase in the study basins exceeded the rate of rainfall increase, indicating the significance of basin storage effects in contributing to runoff generation. The analysis of rainfall changes by quantile highlighted the dominant influence of the upper-high (UH) rainfall quantile, which led to higher flood inflow compared to other quantiles. Furthermore, scenarios with different rainfall patterns were compared, showcasing the predominant impact of UH quartile rainfall on the total inflow variation. The study also analyzed the runoff ratio, finding that changes in precipitation proportionally affected the runoff ratio. Overall, these insights contribute to understanding the sensitivity of dams to changes in rainfall and temperature, facilitating the development of strategies for sustainable water supply and flood management in dam systems.
采用Decision-Scaling (DS)方法和ihaacres (Identification of unit Hydrographs and Component flows from Rainfall)长期径流模型,研究了降雨和温度复合变化对忠州坝、龙潭坝、陕川坝和西津江坝流域大坝入流的影响。通过分析水流状况、降雨情景和温度情景,该研究揭示了大坝流入及其对气候压力的反应的关键见解。研究结果表明,流域入流增幅大于降水增幅,表明流域蓄水效应对产流的贡献具有重要意义。对降水变化的分位数分析表明,上高降水分位数的影响占主导地位,与其他分位数相比,上高降水分位数的影响更大。此外,比较了不同降雨模式的情景,显示了UH四分位数降雨对总入流变化的主要影响。研究还分析了径流比,发现降水的变化成比例地影响了径流比。总的来说,这些见解有助于理解水坝对降雨和温度变化的敏感性,促进水坝系统可持续供水和洪水管理战略的发展。
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引用次数: 0
Investigating the influences of climate change on drought in a small data-scarce river catchment 研究气候变化对一个数据稀缺的小河流流域干旱的影响
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-25 DOI: 10.2166/wcc.2023.291
F. Wambura
This study focuses on the influences of climate change on drought characteristics in the small, data-scarce Ndembera River catchment in Tanzania, using the Climatic Research Unit (CRU) datasets and six regional climate models (RCMs) of the CORDEX-Africa framework. The RCM simulations were validated against the CRU data, and their optimistic (RCP 2.6) and worst-case (RCP 8.5) scenarios were used in estimating ensemble simulations using the random forest regression. The ensemble simulations were used to compute standardized precipitation evapotranspiration indices, which characterized drought for the near-future, mid-future, and far-future. Finally, patterns and trends of changes in temperature and precipitation were compared to those in drought characteristics. The findings revealed substantial uncertainty in RCMs, although their ensembles fairly reproduced the historical climate in the catchment. Under the optimistic scenario, a slight decrease in precipitation and a small increase in maximum temperature are projected. Consequently, drought intensity is projected to rise just slightly but remain moderate throughout this century. These changes are expected to be more pronounced during the near-future than the far-future. Under the worst-case scenario, the projected changes are expected to be more pronounced, especially during the end of the century. These sorts of insights are vital for enhancing adaptations to climate change in catchments.
本研究利用气候研究单位(CRU)的数据集和CORDEX非洲框架的六个区域气候模型(RCM),重点研究气候变化对坦桑尼亚恩登布拉河小流域干旱特征的影响。RCM模拟根据CRU数据进行了验证,并在使用随机森林回归估计系综模拟时使用了它们的乐观(RCP 2.6)和最坏情况(RCP 8.5)情景。集合模拟用于计算标准化的降水蒸发蒸腾指数,该指数表征了近期、中期和远期的干旱。最后,将温度和降水变化的模式和趋势与干旱特征的变化模式和趋势进行了比较。这些发现揭示了随机对照模型的巨大不确定性,尽管它们的组合相当好地再现了流域的历史气候。在乐观的情况下,预计降水量将略有减少,最高气温将小幅上升。因此,预计本世纪干旱强度将略有上升,但仍将保持温和。这些变化预计在不久的将来会比在遥远的将来更加明显。在最坏的情况下,预计变化将更加明显,尤其是在本世纪末。这些见解对于加强集水区对气候变化的适应至关重要。
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引用次数: 0
Performance evaluation of multi-satellite rainfall products in the Gidabo catchment, Rift Valley Basin, Ethiopia 埃塞俄比亚裂谷盆地Gidabo流域多卫星降雨产品性能评价
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-25 DOI: 10.2166/wcc.2023.097
Kehase Neway Gebretsadkan, Melsew Berihun Tamrie, Haile Belay Desta
Satellite rainfall products are good options to overcome shorter records, record challenges, and inconsistencies with rain gauges. However, satellites' rainfall retrieval algorithms are region- and time scale-specific; hence, its key concern is the selection of appropriate satellite products. Accordingly, this study evaluates the performance of five high-resolution satellites' rainfall qualitatively, using multiple categorical metrics, and quantitatively by hybrid techniques at multiple metrics for daily and monthly scales. The result showed that Climate Prediction Center (CPC) Morphing Algorithm (CMORPH.CPC) performed better by scoring: qualitatively; Critical Success Index (CSI = 0.856), Probability of Detection (POD = 0.911), Frequency Bias Index (FBI = 0.974), and quantitatively; correlation coefficient (CC = 0.375), Root Mean Square Error (RMSE ≈ 575), and Volumetric Critical Success Index (VCSI = 0.958) at a daily scale. At a monthly scale, Climate Hazards Group Infrared Precipitation with Stations (CHIRPS.v2) performed better by scoring CSI = 0.983, POD = 1 and FBI = 0.975 qualitatively, and quantitatively, CC = 0.836 with strong VCSI = 0.981 and better RMSE (≈125) than daily. The daily rainfall of these satellites needs value-improving techniques before using them in place of Gidabo's rain gauge rainfall, while the rainfall of CHIRPS.v2 at a monthly scale can be an alternative source of rainfall data. Finally, it ensured that for the Gidabo catchment and elsewhere with similar features, the performance of satellite rainfall products was more effective at a monthly scale than at a daily scale.
卫星降雨产品是克服较短记录、记录挑战以及与雨量计不一致的良好选择。然而,卫星的降雨检索算法是特定于区域和时间尺度的;因此,它的主要关切是选择适当的卫星产品。因此,本研究对5颗高分辨率卫星的降雨性能进行了定性评估,使用多个分类指标,并通过混合技术在多个指标上对日和月尺度进行了定量评估。结果表明,气候预测中心(CPC)变形算法(cmorphp .CPC)在定性评分方面表现较好;关键成功指数(CSI = 0.856)、检测概率(POD = 0.911)、频率偏差指数(FBI = 0.974),定量分析;相关系数(CC = 0.375)、均方根误差(RMSE≈575)和体积临界成功指数(VCSI = 0.958)。在月尺度上,气候灾害组红外降水与站点(CHIRPS.v2)的定性评分CSI = 0.983, POD = 1, FBI = 0.975,定量评分CC = 0.836,较强的VCSI = 0.981, RMSE(≈125)较好。这些卫星的日降雨量在使用它们代替Gidabo的雨量计降雨量之前需要提高价值的技术,而CHIRPS的降雨量。月尺度的V2可以作为降雨数据的另一种来源。最后,它确保了对于Gidabo流域和其他具有类似特征的地方,卫星降雨产品在月尺度上的表现比在日尺度上的表现更有效。
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引用次数: 0
Multimodal climate change prediction in a monsoon climate 季风气候下的多模式气候变化预测
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-25 DOI: 10.2166/wcc.2023.393
S. Mohan, Akash Sinha
The uncertainty in the climate projection arising from various climate models is very common, and averaging such results poses a risk of underestimation or sometimes overestimation of impact in magnitude and frequency. Further, the performance of various climate models in monsoon degrades drastically due to the skewed nature. Under these circumstances, the performance of the climate model in the monsoon and non-monsoon periods is critical for accurate assessment. A multimodal approach has been used in the present work to quantify the uncertainty involved in the climate model using reliability ensemble averaging (REA). Based on AR6 of IPCC, the ensemble of 26 GCMs was used to evaluate the model performance and possible change in seasonal precipitation in four cities with distinct climate conditions, namely, Coimbatore, Rajkot, Udaipur, and Siliguri. The results show that non-monsoon and monsoon rainfall are expected to increase in all the regions. Most of the models perform poorly in simulating monsoon climate, especially in the monsoon period and are highly inconsistent spatially. The study also finds that the model performance is largely linked to the ratio of natural variability and mean.
各种气候模型引起的气候预测的不确定性非常普遍,对这些结果进行平均会带来低估或有时高估影响大小和频率的风险。此外,由于扭曲的性质,各种气候模型在季风中的性能急剧下降。在这种情况下,气候模型在季风和非季风时期的表现对于准确评估至关重要。本工作中使用了一种多模态方法,使用可靠性集合平均(REA)来量化气候模型中涉及的不确定性。基于IPCC的AR6,使用26个GCM的集合来评估具有不同气候条件的四个城市(即哥印拜陀、拉杰科特、乌代浦和西里古里)的模型性能和季节降水的可能变化。结果表明,预计所有地区的非季风和季风降雨量都将增加。大多数模型在模拟季风气候方面表现不佳,尤其是在季风期,并且在空间上高度不一致。研究还发现,模型的性能在很大程度上与自然变异性和平均值的比率有关。
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引用次数: 0
Evaluating the effects of different pollution reduction scenarios on the total phosphorus concentration of a mountainous river basin in southwest China using SWAT model: a case study of the Donghe River in Baoshan, Yunnan 基于SWAT模型评价不同污染减排情景对西南山区河流流域总磷浓度的影响——以云南宝山东河为例
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-22 DOI: 10.2166/wcc.2023.104
Yongjian Wang, Chang-jun Zhu, Chunming Hu, Wenlong Hao
Water quality has become a significant concern in many river basins in China due to both point and non-point source pollution. The SWAT model assessed pollution reduction scenarios and their effects on Donghe River basin water quality in southwest China. The calibrated model evaluated existing point and non-point emissions. Three schemes reduced point sources by 30, 60, and 90% and non-point sources by 25, 50, and 75%, respectively. Simulations analyzed annual and monthly total phosphorus (TP) concentrations under the scenarios. Results showed that the scenarios effectively improved water quality, meeting Class IV TP standards annually. However, TP exceeded standards in dry months (January–April, December) under all scenarios. A certain degree of negative correlation (R = −0.52, P = 0.11) between TP and rainfall suggests rainfall that influences TP. Comprehensive measures are needed to achieve standards year-round. In summary, the study found that reducing emissions improved Donghe water quality overall but more work is required to meet standards during dry periods. Rainfall correlates with and may affect TP. The work emphasizes implementing comprehensive approaches for year-round water quality improvements in the basin.
由于点源污染和非点源污染,水质已成为中国许多流域的一个重要问题。SWAT模型评估了污染减少情景及其对中国西南东河流域水质的影响。校准后的模型评估了现有的点排放和非点排放。三个方案分别减少了30%、60%和90%的点源和25%、50%和75%的非点源。模拟分析了情景下的年和月总磷浓度。结果表明,这些方案有效地改善了水质,每年达到四级TP标准。然而,在所有情况下,TP在干旱月份(1月至4月、12月)都超过了标准。TP与降雨量之间存在一定程度的负相关(R=−0.52,P=0.11),表明降雨量对TP有影响。需要采取全面措施,全年达到标准。总之,研究发现,减少排放总体上改善了东河的水质,但在干旱期还需要做更多的工作才能达到标准。降雨与TP相关,并可能影响TP。这项工作强调实施全面的方法,全年改善流域的水质。
{"title":"Evaluating the effects of different pollution reduction scenarios on the total phosphorus concentration of a mountainous river basin in southwest China using SWAT model: a case study of the Donghe River in Baoshan, Yunnan","authors":"Yongjian Wang, Chang-jun Zhu, Chunming Hu, Wenlong Hao","doi":"10.2166/wcc.2023.104","DOIUrl":"https://doi.org/10.2166/wcc.2023.104","url":null,"abstract":"\u0000 \u0000 Water quality has become a significant concern in many river basins in China due to both point and non-point source pollution. The SWAT model assessed pollution reduction scenarios and their effects on Donghe River basin water quality in southwest China. The calibrated model evaluated existing point and non-point emissions. Three schemes reduced point sources by 30, 60, and 90% and non-point sources by 25, 50, and 75%, respectively. Simulations analyzed annual and monthly total phosphorus (TP) concentrations under the scenarios. Results showed that the scenarios effectively improved water quality, meeting Class IV TP standards annually. However, TP exceeded standards in dry months (January–April, December) under all scenarios. A certain degree of negative correlation (R = −0.52, P = 0.11) between TP and rainfall suggests rainfall that influences TP. Comprehensive measures are needed to achieve standards year-round. In summary, the study found that reducing emissions improved Donghe water quality overall but more work is required to meet standards during dry periods. Rainfall correlates with and may affect TP. The work emphasizes implementing comprehensive approaches for year-round water quality improvements in the basin.","PeriodicalId":49150,"journal":{"name":"Journal of Water and Climate Change","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48908973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrated spatial and temporal variability of the system water use efficiency in a lower Baro River watershed, Ethiopia 埃塞俄比亚巴罗河下游流域系统用水效率的综合时空变化
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-18 DOI: 10.2166/wcc.2023.171
Fiseha Befikadu, Amba Shetty, F. Fufa
The Baro Akobo River, Gambella, is a representative of lower Baro River watersheds with lost soils. Under eight landscapes, the geospatial and temporal variability of water use efficiency (WUE) and system WUE (sWUE) was investigated. In contrast with WUE, sWUE takes runoff into account, better capturing the combined effects of soil management, climate change, and land cover change on agricultural irrigation systems. The total area of the lower Baro River is 20,325. This study used GIS, RS, EasyFit, and CROPWAT8.0 software. It allows automatic fitting distributions to the data, selects the best mathematical tool, and quantifies the yields and WUE/sWUE. sWUE is a more helpful index than WUE to describe differences in water holding capacity and yield across agricultural landscapes. sWUE varies in streamflow from its correlation with runoff, with a coefficient of variation (CV) of 71% across the watershed. Evapotranspiration (ET) had a CV of 70%. Temporally, sWUE will decrease by 10% by 2050, but its spatial variability will reach 25%. These methods improve soil infiltration and water storage, which reduce runoff and standing water lost through ET and raise sWUE.
Gambella的Baro-Akobo河是Baro河下游土壤流失流域的代表。在8种景观下,研究了水分利用效率(WUE)和系统WUE(sWUE)的地理空间和时间变异性。与WUE相比,sWUE考虑了径流,更好地捕捉了土壤管理、气候变化和土地覆盖变化对农业灌溉系统的综合影响。巴罗河下游的总面积为20325。本研究使用了GIS、RS、EasyFit和CROPWAT8.0软件。它允许对数据进行自动拟合分布,选择最佳数学工具,并量化收益率和WUE/sWUE。sWUE是一个比WUE更有助于描述农业景观中持水能力和产量差异的指标。sWUE与径流的相关性使径流发生变化,整个流域的变异系数(CV)为71%。蒸发蒸腾量(ET)的CV为70%。从时间上讲,到2050年,sWUE将下降10%,但其空间变异性将达到25%。这些方法改善了土壤入渗和蓄水,减少了ET造成的径流量和积水损失,提高了sWUE。
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引用次数: 0
Bridging the data gap: using remote sensing and open-access data for assessing sustainable groundwater use in Kumasi, Ghana 弥合数据差距:利用遥感和开放获取数据评估加纳库马西地下水的可持续利用
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-17 DOI: 10.2166/wcc.2023.261
Estela Fernandes Potter, I. Monney, M. Rutten
Groundwater use has significantly increased in the rapidly urbanising city of Kumasi, Ghana. But there is a lack of understanding of whether the groundwater system can sustain the growing demand in the future amidst climate change and rapid urbanisation. Using remote sensing datasets and a water balance approach, this study estimated the groundwater recharge and assessed how urbanisation has affected its groundwater sustainability. Sustainability is investigated by comparing multi-annual groundwater withdrawals to long-term average annual replenishment. Results show that while groundwater recharge has decreased by 80% from 1986 to 2020, mainly due to substantial (63%) loss of permeable land, groundwater consumption has seen a six-fold increase. Groundwater consumption in 2020 exceeded the long-term average groundwater recharge by 2.2 Mm3, suggesting that the current groundwater use trends are unsustainable for future groundwater availability. Under a ‘business-as-usual’ scenario, a four-fold increase in groundwater consumption is predicted by 2050 while climate change and land cover changes may reduce groundwater recharge by 10 and 55%, respectively. Practical measures such as promoting artificial groundwater replenishment approaches, adopting low-impact development and instituting demand management measures must be implemented in the Metropolis. This should be informed by further studies to ascertain the exact condition of the groundwater.
在快速城市化的加纳库马西市,地下水的使用量显著增加。但是,在气候变化和快速城市化的背景下,地下水系统是否能够维持未来不断增长的需求,人们缺乏了解。利用遥感数据集和水平衡方法,本研究估算了地下水补给,并评估了城市化如何影响其地下水可持续性。通过将多年地下水抽取量与长期平均年补给量进行比较,研究了可持续性。结果表明,1986年至2020年,地下水补给减少了80%,主要是由于大量(63%)可渗透土地的损失,地下水消耗增加了6倍。2020年地下水消耗量比地下水长期平均补给量高出2.2 Mm3,这表明目前的地下水利用趋势对未来的地下水供应来说是不可持续的。在“一切照旧”的情景下,预计到2050年地下水消耗将增加4倍,而气候变化和土地覆盖变化可能分别使地下水补给减少10%和55%。必须在大都会实施诸如促进人工地下水补充办法、采用低影响发展和制定需求管理措施等实际措施。这应以进一步研究确定地下水的确切状况为依据。
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引用次数: 0
Comparative analysis of 12 reference evapotranspiration methods for semi-arid regions (Spain) 半干旱区12种蒸散发参考方法的比较分析(西班牙)
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-17 DOI: 10.2166/wcc.2023.448
Joel Hernández-Bedolla, A. Solera, S. T. Sánchez-Quispe, Constantino Domínguez-Sánchez
Evapotranspiration is one of the most significant variables used to determine runoff, hydrological balances, and climate change studies. In semi-arid conditions, there is a need to evaluate various alternatives to establish reference evapotranspiration (ETo), given that climate change scenarios sometimes do not provide information on diverse climate variables. Several alternatives for obtaining evapotranspiration are analyzed in this study and compared with the Penman-Monteith method, modified by FAO (PMFAO56). Due to limited daily climate information, it is necessary to consider different options for determining reference evapotranspiration. In the present work, methods based on temperature (Hargreaves, Hargreaves 1, Hargreaves 2, and Baier-Robertson) and radiation (Caprio, Irmark 1, Irmark 2, Irmark 3, Makkink, Priestley-Taylor and Hasen) were investigated. The best performance for the semi-arid Jucar River Basin was determined by Hargreaves methods. Regional calibration of Hargreaves methods, Hargreaves 1 and Hargreaves 2, were performed for each sub-basin.
蒸散发是决定径流、水文平衡和气候变化研究的最重要变量之一。在半干旱条件下,考虑到气候变化情景有时不能提供各种气候变量的信息,有必要评估各种备选方案以确定参考蒸散量(ETo)。本研究分析了几种获取蒸散发的替代方法,并与经FAO (PMFAO56)修订的Penman-Monteith方法进行了比较。由于每日气候信息有限,有必要考虑确定参考蒸散发的不同选择。本文研究了基于温度(Hargreaves, Hargreaves 1, Hargreaves 2, and Baier-Robertson)和辐射(Caprio, Irmark 1, Irmark 2, Irmark 3, Makkink, Priestley-Taylor和Hasen)的方法。在半干旱的朱卡河流域,采用哈格里夫斯方法确定了最佳效果。对每个子流域进行了Hargreaves方法(Hargreaves 1和Hargreaves 2)的区域校准。
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引用次数: 0
Comparison of Bayesian and frequentist quantile regressions in studying the trend of discharge changes in several hydrometric stations of the Gorganroud basin in Iran 贝叶斯和频率分位数回归在研究伊朗Gorganroud盆地几个水文站流量变化趋势中的比较
IF 2.8 4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-08-16 DOI: 10.2166/wcc.2023.305
K. Ghorbani, M. Salarijazi, Sedigheh Bararkhanpour, Laleh Rezaei Ghaleh
This research utilized Bayesian and quantile regression techniques to analyze trends in discharge levels across various seasons for three stations in the Gorganroud basin of northern Iran. The study spanned a period of 50 years (1966–2016). Results indicate a decrease in high discharge rates during springtime for the Arazkouseh and Galikesh stations, with a steep slope of −0.31 m3/s per year for Arazkouseh and −0.19 and −0.17 for Galikesh. Furthermore, Tamar station experienced an increase in very high discharge during summer, with a slope of 0.12 m3/s per year. However, low discharge rates remained relatively unchanged. Arazkouseh station showed a higher rate of decreasing discharge levels and this trend was most prominent during spring. Additionally, the Bayesian quantile regression model proved to be more accurate and reliable than the frequency-oriented quantile regression model. These findings suggest that quantile regression models are a valuable tool for predicting and managing extreme high and low discharge changes, ultimately reducing the risk of flood and drought damage.
本研究利用贝叶斯和分位数回归技术分析了伊朗北部Gorganroud盆地三个站点不同季节的流量趋势。这项研究的时间跨度为50年(1966年至2016年)。结果表明,春季Arazkouseh站和Galikesh站的高流量率下降,Arazkouseh站的斜率为- 0.31 m3/s /年,Galikesh站的斜率为- 0.19 m3/s /年和- 0.17 m3/s /年。添马舰站夏季高流量增加,斜率为0.12 m3/s /年。然而,低排放率保持相对不变。Arazkouseh站径流量下降速率较高,春季降幅最大。此外,贝叶斯分位数回归模型比面向频率的分位数回归模型更准确可靠。这些发现表明,分位数回归模型是预测和管理极端高、低流量变化的一个有价值的工具,最终降低了水旱灾害的风险。
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引用次数: 0
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Journal of Water and Climate Change
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